Higher Order Spectra; Classification; Support Vector Machines; EEG; Epilepsy - Articles

Neuropathology Classifier Based on Higher Order Spectra (Articles)

Cesar Seijas, Antonino Caralli, Sergio Villazana

Journal of Computer and Communications Vol.1 No.4, October 29, 2013

DOI: 10.4236/jcc.2013.14005 4,110 Downloads 6,583 Views Citations
Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble (Articles)

Tipawan Silwattananusarn, Wanida Kanarkard, Kulthida Tuamsuk

Journal of Computer and Communications Vol.4 No.4, March 25, 2016

DOI: 10.4236/jcc.2016.44003 3,470 Downloads 5,626 Views Citations
Data Fusion with Optimized Block Kernels in LS-SVM for Protein Classification (Articles)

Li Liao

Engineering Vol.5 No.10B, October 31, 2013

DOI: 10.4236/eng.2013.510B048 4,771 Downloads 6,567 Views Citations
Automatic Abnormal Electroencephalograms Detection of Preterm Infants (Articles)

Daniel Schang, Pierre Chauvet, Sylvie Nguyen The Tich, Bassam Daya, Nisrine Jrad, Marc Gibaud

Journal of Data Analysis and Information Processing Vol.6 No.4, November 12, 2018

DOI: 10.4236/jdaip.2018.64009 1,242 Downloads 2,495 Views Citations
Signal Classification Method Based on Support Vector Machine and High-Order Cumulants (Articles)

Xin ZHOU, Ying WU, Bin YANG

Wireless Sensor Network Vol.2 No.1, January 13, 2010

DOI: 10.4236/wsn.2010.21007 8,794 Downloads 15,952 Views Citations
Using Non-Additive Measure for Optimization-Based Nonlinear Classification (Articles)

Nian Yan, Zhengxin Chen, Yong Shi, Zhenyuan Wang, Guimin Huang

American Journal of Operations Research Vol.2 No.3, September 19, 2012

DOI: 10.4236/ajor.2012.23044 3,727 Downloads 6,588 Views Citations
An Inexact Implementation of Smoothing Homotopy Method for Semi-Supervised Support Vector Machines (Articles)

Huijuan Xiong, Feng Shi

Journal of Data Analysis and Information Processing Vol.1 No.1, February 26, 2013

DOI: 10.4236/jdaip.2013.11001 4,966 Downloads 12,562 Views Citations
Basic Tenets of Classification Algorithms K-Nearest-Neighbor, Support Vector Machine, Random Forest and Neural Network: A Review (Articles)

Ernest Yeboah Boateng, Joseph Otoo, Daniel A. Abaye

Journal of Data Analysis and Information Processing Vol.8 No.4, November 23, 2020

DOI: 10.4236/jdaip.2020.84020 4,621 Downloads 21,730 Views Citations
Fast Variable Selection by Block Addition and Block Deletion (Articles)

Takashi Nagatani, Seiichi Ozawa, Shigeo Abe

Journal of Intelligent Learning Systems and Applications Vol.2 No.4, December 14, 2010

DOI: 10.4236/jilsa.2010.24023 5,091 Downloads 9,667 Views Citations
Hybrid Deep Learning Model for Breast Cancer Classification in Low-Middle Income Countries: A MobileNetV2 and Cubic SVM (Articles)

Kennedy T. Chitiza, Prosper Mbire, Valentine E. Gora, Felix Mazunga, Kudakwashe P. Dzingirai, Shamiso Mabota

Advances in Breast Cancer Research Vol.15 No.2, March 17, 2026

DOI: 10.4236/abcr.2026.152005 79 Downloads 418 Views Citations
Support Vector Machines for Regression: A Succinct Review of Large-Scale and Linear Programming Formulations (Articles)

Pablo Rivas-Perea, Juan Cota-Ruiz, David Garcia Chaparro, Jorge Arturo Perez Venzor, Abel Quezada Carreón, Jose Gerardo Rosiles

International Journal of Intelligence Science Vol.3 No.1, January 29, 2013

DOI: 10.4236/ijis.2013.31002 8,312 Downloads 15,182 Views Citations
Forecast Urban Air Pollution in Mexico City by Using Support Vector Machines: A Kernel Performance Approach (Articles)

Artemio Sotomayor-Olmedo, Marco A. Aceves-Fernández, Efrén Gorrostieta-Hurtado, Carlos Pedraza-Ortega, Juan M. Ramos-Arreguín, J. Emilio Vargas-Soto

International Journal of Intelligence Science Vol.3 No.3, July 5, 2013

DOI: 10.4236/ijis.2013.33014 5,917 Downloads 10,785 Views Citations
Support Vector Machines Networks to Hybrid Neuro-Genetic SVMs in Portfolio Selection (Articles)

N. Loukeris, I. Eleftheriadis

Intelligent Information Management Vol.7 No.3, May 8, 2015

DOI: 10.4236/iim.2015.73011 5,044 Downloads 6,207 Views Citations
Krylov Iterative Methods for Support Vector Machines to Classify Galaxy Morphologies (Articles)

Matthew Freed, Jeonghwa Lee

Journal of Data Analysis and Information Processing Vol.3 No.3, August 27, 2015

DOI: 10.4236/jdaip.2015.33009 3,510 Downloads 4,827 Views Citations
The Corporate Financial Forecasting Based on Least Squares Support Vector Machines Methods (Articles)

Shunquan Zhu

Technology and Investment Vol.8 No.3, August 9, 2017

DOI: 10.4236/ti.2017.83013 1,794 Downloads 3,465 Views Citations
Estimating Total Nitrogen Content in Brown Soil of Orchard Based on Hyperspectrum (Articles)

Shujing Cao, Xicun Zhu, Cheng Li, Yu Wei, Xiaoyan Guo, Xinyang Yu, Chunyan Chang

Open Journal of Soil Science Vol.7 No.9, September 11, 2017

DOI: 10.4236/ojss.2017.79015 1,274 Downloads 2,709 Views Citations
Diabetes Diagnosis Using Machine Learning: A SVM-Based Approach (Articles)

Aya Patricia Konan, Adama Coulibaly, Kouassi Bernard Saha, Souleymane Oumtanaga

Open Journal of Applied Sciences Vol.15 No.6, June 27, 2025

DOI: 10.4236/ojapps.2025.156116 89 Downloads 651 Views Citations
Epilepsy Aspects and EEG Patterns in Neuro-Metabolic Diseases (Articles)

Ilhem Ben Youssef-Turki, Ichraf Kraoua, Sourour Smirani, Kchaou Mariem, Hanene BenRhouma, Aida Rouissi, Neziha Gouider-Khouja

Journal of Behavioral and Brain Science Vol.1 No.2, May 3, 2011

DOI: 10.4236/jbbs.2011.12009 7,649 Downloads 18,133 Views Citations
Categorization and Reorientation of Images Based on Low Level Features (Articles)

Rajen Bhatt, Gaurav Sharma, Abhinav Dhall, Naresh Kumar, Santanu Chaudhury

Journal of Intelligent Learning Systems and Applications Vol.3 No.1, February 24, 2011

DOI: 10.4236/jilsa.2011.31001 5,329 Downloads 10,647 Views Citations
Deformation prediction model of surrounding rock based on GA-LSSVM-markov (Articles)

Duo-Dian Wang, Guo-Qing Qiu, Wen-Bin Xie, Yue Wang

Natural Science Vol.4 No.2, February 22, 2012

DOI: 10.4236/ns.2012.42013 4,936 Downloads 9,613 Views Citations

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